Spiking Neural Networks with Consistent Mapping Relations Allow High-Accuracy Inference
Spike-based neuromorphic hardware has demonstrated substantial potential in low energy
consumption and efficient inference. However, the direct training of deep spiking neural …
consumption and efficient inference. However, the direct training of deep spiking neural …
Enhancing Robustness of Spiking Neural Networks Through Retina-Like Coding and Memory-Based Neurons
Spiking neural networks (SNNs) are emerging as a promising alternative to traditional
artificial neural networks (ANNs), offering advantages such as lower power consumption …
artificial neural networks (ANNs), offering advantages such as lower power consumption …